Split data

Model

Regression problem

Log target

KNN result

CatBoost result

Classification problem

Make another train/test split

Feature importance

Regression analysis

Feature importance from CatBoost package

For regression train/test split and problem

For classifying train/test split and problem

Lime

Теперь попробуем просмотреть аналогичные примеры для Lime

SHAP